Creating Mask
Default mask includes voxels >= mean. Using first file of each subject to create default mask ...
Done Creating Mask

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Loading data set 1

 Performing variance normalization ...
 P1:
 Selecting Gaussian principal components ...

 Estimate effectively i.i.d. samples: 

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Perform EVD on the effectively i.i.d. samples ...
 Effective number of i.i.d. samples: 233582 

 Perform eigen spectrum adjustment ...
 Estimating the dimension ...
Estimated components is found out to be 67


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Loading data set 2

 Performing variance normalization ...
 P1:
 Selecting Gaussian principal components ...

 Estimate effectively i.i.d. samples: 

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Perform EVD on the effectively i.i.d. samples ...
 Effective number of i.i.d. samples: 233582 

 Perform eigen spectrum adjustment ...
 Estimating the dimension ...
Estimated components is found out to be 67


..............................................
Loading data set 3

 Performing variance normalization ...
 P1:
 Selecting Gaussian principal components ...

 Estimate effectively i.i.d. samples: 

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, 2, 3, 4, 5, 6, 7, 8, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Estimating the entropy rate of the Gaussian component with subsampling depth 1, Done;

 Perform EVD on the effectively i.i.d. samples ...
 Effective number of i.i.d. samples: 233582 

 Perform eigen spectrum adjustment ...
 Estimating the dimension ...
Estimated components is found out to be 67


